Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.9 KiB |
| Average record size in memory | 200.0 B |
Variable types
| TimeSeries | 22 |
|---|---|
| Numeric | 2 |
Timeseries statistics
| Number of series | 22 |
|---|---|
| Time series length | 30 |
| Starting point | 1752742020000 |
| Ending point | 1752743760000 |
| Period | 60000 |
close is highly overall correlated with ema_14 and 17 other fields | High correlation |
ema_14 is highly overall correlated with close and 16 other fields | High correlation |
ema_21 is highly overall correlated with close and 16 other fields | High correlation |
ema_60 is highly overall correlated with macdhist_7 and 3 other fields | High correlation |
ema_7 is highly overall correlated with close and 16 other fields | High correlation |
high is highly overall correlated with close and 17 other fields | High correlation |
low is highly overall correlated with close and 16 other fields | High correlation |
macd_7 is highly overall correlated with close and 17 other fields | High correlation |
macdhist_7 is highly overall correlated with ema_60 and 2 other fields | High correlation |
macdsignal_7 is highly overall correlated with close and 15 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 16 other fields | High correlation |
rsi_14 is highly overall correlated with close and 17 other fields | High correlation |
rsi_21 is highly overall correlated with close and 17 other fields | High correlation |
rsi_60 is highly overall correlated with close and 17 other fields | High correlation |
rsi_7 is highly overall correlated with close and 9 other fields | High correlation |
sma_14 is highly overall correlated with close and 16 other fields | High correlation |
sma_21 is highly overall correlated with close and 16 other fields | High correlation |
sma_60 is highly overall correlated with ema_60 and 3 other fields | High correlation |
sma_7 is highly overall correlated with close and 16 other fields | High correlation |
target is highly overall correlated with close and 18 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with close and 16 other fields | High correlation |
window_start_ms is highly overall correlated with close and 16 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_7 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
macdsignal_7 is non stationary | Non stationary |
macdhist_7 is non stationary | Non stationary |
target is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
close has unique values | Unique |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
volume has unique values | Unique |
sma_7 has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_7 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
rsi_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
target has unique values | Unique |
Reproduction
| Analysis started | 2025-07-27 08:46:55.920911 |
|---|---|
| Analysis finished | 2025-07-27 08:47:15.895716 |
| Duration | 19.97 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2969.454 |
|---|---|
| Minimum | 2955.44 |
| Maximum | 2984.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2955.44 |
|---|---|
| 5-th percentile | 2956.0235 |
| Q1 | 2959.8775 |
| median | 2968.75 |
| Q3 | 2979.1475 |
| 95-th percentile | 2982.2955 |
| Maximum | 2984.99 |
| Range | 29.55 |
| Interquartile range (IQR) | 19.27 |
Descriptive statistics
| Standard deviation | 9.927977 |
|---|---|
| Coefficient of variation (CV) | 0.0033433679 |
| Kurtosis | -1.6025219 |
| Mean | 2969.454 |
| Median Absolute Deviation (MAD) | 9.97 |
| Skewness | 0.030765474 |
| Sum | 89083.62 |
| Variance | 98.564728 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8380416833 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2980 | 2 | 6.7% |
| 2962.08 | 1 | 3.3% |
| 2961.07 | 1 | 3.3% |
| 2958.83 | 1 | 3.3% |
| 2959.48 | 1 | 3.3% |
| 2955.92 | 1 | 3.3% |
| 2955.44 | 1 | 3.3% |
| 2956.15 | 1 | 3.3% |
| 2956.85 | 1 | 3.3% |
| 2958.73 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2955.44 | 1 | |
| 2955.92 | 1 | |
| 2956.15 | 1 | |
| 2956.85 | 1 | |
| 2958.66 | 1 | |
| 2958.73 | 1 | |
| 2958.83 | 1 | |
| 2959.48 | 1 | |
| 2961.07 | 1 | |
| 2961.25 | 1 |
| Value | Count | Frequency (%) |
| 2984.99 | 1 | |
| 2982.39 | 1 | |
| 2982.18 | 1 | |
| 2981.69 | 1 | |
| 2980.57 | 1 | |
| 2980 | 2 | |
| 2979.27 | 1 | |
| 2978.78 | 1 | |
| 2978.57 | 1 | |
| 2978.2 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2971.1077 |
|---|---|
| Minimum | 2956.52 |
| Maximum | 2985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2956.52 |
|---|---|
| 5-th percentile | 2957.024 |
| Q1 | 2961.3 |
| median | 2971.64 |
| Q3 | 2979.995 |
| 95-th percentile | 2984.064 |
| Maximum | 2985 |
| Range | 28.48 |
| Interquartile range (IQR) | 18.695 |
Descriptive statistics
| Standard deviation | 9.9289937 |
|---|---|
| Coefficient of variation (CV) | 0.0033418492 |
| Kurtosis | -1.5726896 |
| Mean | 2971.1077 |
| Median Absolute Deviation (MAD) | 9.875 |
| Skewness | -0.097262254 |
| Sum | 89133.23 |
| Variance | 98.584915 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8210800431 |
Histogram with fixed size bins (bins=28)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2961.25 | 2 | 6.7% |
| 2985 | 2 | 6.7% |
| 2962.08 | 1 | 3.3% |
| 2961.45 | 1 | 3.3% |
| 2959.38 | 1 | 3.3% |
| 2956.52 | 1 | 3.3% |
| 2956.88 | 1 | 3.3% |
| 2957.2 | 1 | 3.3% |
| 2957.89 | 1 | 3.3% |
| 2966.15 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2956.52 | 1 | |
| 2956.88 | 1 | |
| 2957.2 | 1 | |
| 2957.89 | 1 | |
| 2959.38 | 1 | |
| 2959.57 | 1 | |
| 2961.25 | 2 | |
| 2961.45 | 1 | |
| 2962.08 | 1 | |
| 2966.15 | 1 |
| Value | Count | Frequency (%) |
| 2985 | 2 | |
| 2982.92 | 1 | |
| 2982.79 | 1 | |
| 2982.22 | 1 | |
| 2982.1 | 1 | |
| 2981.2 | 1 | |
| 2980 | 1 | |
| 2979.98 | 1 | |
| 2979.97 | 1 | |
| 2978.86 | 1 |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 27 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2968.5177 |
|---|---|
| Minimum | 2954.29 |
| Maximum | 2981.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2954.29 |
|---|---|
| 5-th percentile | 2955.408 |
| Q1 | 2959.5975 |
| median | 2966.805 |
| Q3 | 2978.4775 |
| 95-th percentile | 2981.0265 |
| Maximum | 2981.52 |
| Range | 27.23 |
| Interquartile range (IQR) | 18.88 |
Descriptive statistics
| Standard deviation | 9.6655901 |
|---|---|
| Coefficient of variation (CV) | 0.0032560325 |
| Kurtosis | -1.619642 |
| Mean | 2968.5177 |
| Median Absolute Deviation (MAD) | 9.74 |
| Skewness | -0.023103632 |
| Sum | 89055.53 |
| Variance | 93.423632 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8367600494 |
Histogram with fixed size bins (bins=27)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2979.99 | 3 | 10.0% |
| 2966.67 | 2 | 6.7% |
| 2959.48 | 1 | 3.3% |
| 2957.63 | 1 | 3.3% |
| 2956.3 | 1 | 3.3% |
| 2954.29 | 1 | 3.3% |
| 2955.3 | 1 | 3.3% |
| 2955.54 | 1 | 3.3% |
| 2956.5 | 1 | 3.3% |
| 2961.66 | 1 | 3.3% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 2954.29 | 1 | |
| 2955.3 | 1 | |
| 2955.54 | 1 | |
| 2956.3 | 1 | |
| 2956.5 | 1 | |
| 2957.63 | 1 | |
| 2958.72 | 1 | |
| 2959.48 | 1 | |
| 2959.95 | 1 | |
| 2961.25 | 1 |
| Value | Count | Frequency (%) |
| 2981.52 | 1 | 3.3% |
| 2981.4 | 1 | 3.3% |
| 2980.57 | 1 | 3.3% |
| 2979.99 | 3 | |
| 2978.76 | 1 | 3.3% |
| 2978.57 | 1 | 3.3% |
| 2978.2 | 1 | 3.3% |
| 2977.47 | 1 | 3.3% |
| 2974.94 | 1 | 3.3% |
| 2974.42 | 1 | 3.3% |
ACF and PACF
close
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2970.1643 |
|---|---|
| Minimum | 2955.93 |
| Maximum | 2984.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2955.93 |
|---|---|
| 5-th percentile | 2956.465 |
| Q1 | 2961.3 |
| median | 2970.595 |
| Q3 | 2979.825 |
| 95-th percentile | 2982.365 |
| Maximum | 2984.92 |
| Range | 28.99 |
| Interquartile range (IQR) | 18.525 |
Descriptive statistics
| Standard deviation | 9.7980243 |
|---|---|
| Coefficient of variation (CV) | 0.0032988156 |
| Kurtosis | -1.5987473 |
| Mean | 2970.1643 |
| Median Absolute Deviation (MAD) | 9.36 |
| Skewness | -0.095570788 |
| Sum | 89104.93 |
| Variance | 96.001281 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8480139862 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2961.45 | 1 | 3.3% |
| 2961.66 | 1 | 3.3% |
| 2959.95 | 1 | 3.3% |
| 2959.33 | 1 | 3.3% |
| 2956.78 | 1 | 3.3% |
| 2956.52 | 1 | 3.3% |
| 2955.93 | 1 | 3.3% |
| 2956.42 | 1 | 3.3% |
| 2957.71 | 1 | 3.3% |
| 2961.25 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2955.93 | 1 | |
| 2956.42 | 1 | |
| 2956.52 | 1 | |
| 2956.78 | 1 | |
| 2957.71 | 1 | |
| 2959.33 | 1 | |
| 2959.95 | 1 | |
| 2961.25 | 1 | |
| 2961.45 | 1 | |
| 2961.66 | 1 |
| Value | Count | Frequency (%) |
| 2984.92 | 1 | |
| 2982.41 | 1 | |
| 2982.31 | 1 | |
| 2980.71 | 1 | |
| 2980.58 | 1 | |
| 2980 | 1 | |
| 2979.99 | 1 | |
| 2979.97 | 1 | |
| 2979.39 | 1 | |
| 2978.86 | 1 |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7527429 × 1012 |
|---|---|
| Minimum | 1.752742 × 1012 |
| Maximum | 1.7527438 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.752742 × 1012 |
|---|---|
| 5-th percentile | 1.7527421 × 1012 |
| Q1 | 1.7527425 × 1012 |
| median | 1.7527429 × 1012 |
| Q3 | 1.7527433 × 1012 |
| 95-th percentile | 1.7527437 × 1012 |
| Maximum | 1.7527438 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0135881 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7527429 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2582287 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585320496 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75274202 × 1012 | 1 | 3.3% |
| 1.75274208 × 1012 | 1 | 3.3% |
| 1.75274214 × 1012 | 1 | 3.3% |
| 1.7527422 × 1012 | 1 | 3.3% |
| 1.75274226 × 1012 | 1 | 3.3% |
| 1.75274232 × 1012 | 1 | 3.3% |
| 1.75274238 × 1012 | 1 | 3.3% |
| 1.75274244 × 1012 | 1 | 3.3% |
| 1.7527425 × 1012 | 1 | 3.3% |
| 1.75274256 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75274202 × 1012 | 1 | |
| 1.75274208 × 1012 | 1 | |
| 1.75274214 × 1012 | 1 | |
| 1.7527422 × 1012 | 1 | |
| 1.75274226 × 1012 | 1 | |
| 1.75274232 × 1012 | 1 | |
| 1.75274238 × 1012 | 1 | |
| 1.75274244 × 1012 | 1 | |
| 1.7527425 × 1012 | 1 | |
| 1.75274256 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75274376 × 1012 | 1 | |
| 1.7527437 × 1012 | 1 | |
| 1.75274364 × 1012 | 1 | |
| 1.75274358 × 1012 | 1 | |
| 1.75274352 × 1012 | 1 | |
| 1.75274346 × 1012 | 1 | |
| 1.7527434 × 1012 | 1 | |
| 1.75274334 × 1012 | 1 | |
| 1.75274328 × 1012 | 1 | |
| 1.75274322 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.752743 × 1012 |
|---|---|
| Minimum | 1.7527421 × 1012 |
| Maximum | 1.7527438 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7527421 × 1012 |
|---|---|
| 5-th percentile | 1.7527422 × 1012 |
| Q1 | 1.7527425 × 1012 |
| median | 1.752743 × 1012 |
| Q3 | 1.7527434 × 1012 |
| 95-th percentile | 1.7527437 × 1012 |
| Maximum | 1.7527438 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.013588 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.752743 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2582288 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585319855 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75274208 × 1012 | 1 | 3.3% |
| 1.75274214 × 1012 | 1 | 3.3% |
| 1.7527422 × 1012 | 1 | 3.3% |
| 1.75274226 × 1012 | 1 | 3.3% |
| 1.75274232 × 1012 | 1 | 3.3% |
| 1.75274238 × 1012 | 1 | 3.3% |
| 1.75274244 × 1012 | 1 | 3.3% |
| 1.7527425 × 1012 | 1 | 3.3% |
| 1.75274256 × 1012 | 1 | 3.3% |
| 1.75274262 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75274208 × 1012 | 1 | |
| 1.75274214 × 1012 | 1 | |
| 1.7527422 × 1012 | 1 | |
| 1.75274226 × 1012 | 1 | |
| 1.75274232 × 1012 | 1 | |
| 1.75274238 × 1012 | 1 | |
| 1.75274244 × 1012 | 1 | |
| 1.7527425 × 1012 | 1 | |
| 1.75274256 × 1012 | 1 | |
| 1.75274262 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75274382 × 1012 | 1 | |
| 1.75274376 × 1012 | 1 | |
| 1.7527437 × 1012 | 1 | |
| 1.75274364 × 1012 | 1 | |
| 1.75274358 × 1012 | 1 | |
| 1.75274352 × 1012 | 1 | |
| 1.75274346 × 1012 | 1 | |
| 1.7527434 × 1012 | 1 | |
| 1.75274334 × 1012 | 1 | |
| 1.75274328 × 1012 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.631661 |
| Minimum | 0.65941397 |
|---|---|
| Maximum | 295.59713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.65941397 |
|---|---|
| 5-th percentile | 0.92078614 |
| Q1 | 1.9798201 |
| median | 4.8442172 |
| Q3 | 9.7897948 |
| 95-th percentile | 89.513281 |
| Maximum | 295.59713 |
| Range | 294.93772 |
| Interquartile range (IQR) | 7.8099747 |
Descriptive statistics
| Standard deviation | 57.990699 |
|---|---|
| Coefficient of variation (CV) | 2.8107625 |
| Kurtosis | 18.979961 |
| Mean | 20.631661 |
| Median Absolute Deviation (MAD) | 3.4886644 |
| Skewness | 4.2720112 |
| Sum | 618.94984 |
| Variance | 3362.9212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 1.97027878 | 1 | 3.3% |
| 2.35006269 | 1 | 3.3% |
| 1.17650645 | 1 | 3.3% |
| 1.13505872 | 1 | 3.3% |
| 4.90675353 | 1 | 3.3% |
| 4.78168092 | 1 | 3.3% |
| 6.30778168 | 1 | 3.3% |
| 19.26864339 | 1 | 3.3% |
| 4.69607398 | 1 | 3.3% |
| 17.80024998 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.65941397 | 1 | |
| 0.76353793 | 1 | |
| 1.11297839 | 1 | |
| 1.13505872 | 1 | |
| 1.17301547 | 1 | |
| 1.17650645 | 1 | |
| 1.53459921 | 1 | |
| 1.97027878 | 1 | |
| 2.0084439 | 1 | |
| 2.35006269 | 1 |
| Value | Count | Frequency (%) |
| 295.5971334 | 1 | |
| 143.9915902 | 1 | |
| 22.92868 | 1 | |
| 19.26864339 | 1 | |
| 17.80024998 | 1 | |
| 16.62688803 | 1 | |
| 13.72114511 | 1 | |
| 10.1377537 | 1 | |
| 8.74591795 | 1 | |
| 6.94147321 | 1 |
sma_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2968.2138 |
|---|---|
| Minimum | 2957.52 |
| Maximum | 2981.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2957.52 |
|---|---|
| 5-th percentile | 2957.8761 |
| Q1 | 2960.0575 |
| median | 2965.8707 |
| Q3 | 2977.8907 |
| 95-th percentile | 2981.3521 |
| Maximum | 2981.56 |
| Range | 24.04 |
| Interquartile range (IQR) | 17.833214 |
Descriptive statistics
| Standard deviation | 9.0745137 |
|---|---|
| Coefficient of variation (CV) | 0.0030572305 |
| Kurtosis | -1.5753363 |
| Mean | 2968.2138 |
| Median Absolute Deviation (MAD) | 6.8628571 |
| Skewness | 0.34391467 |
| Sum | 89046.414 |
| Variance | 82.346799 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1886574361 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2960.565714 | 1 | 3.3% |
| 2960.935714 | 1 | 3.3% |
| 2960.828571 | 1 | 3.3% |
| 2960.555714 | 1 | 3.3% |
| 2959.891429 | 1 | 3.3% |
| 2959.258571 | 1 | 3.3% |
| 2958.802857 | 1 | 3.3% |
| 2958.084286 | 1 | 3.3% |
| 2957.52 | 1 | 3.3% |
| 2957.705714 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2957.52 | 1 | |
| 2957.705714 | 1 | |
| 2958.084286 | 1 | |
| 2958.331429 | 1 | |
| 2958.802857 | 1 | |
| 2959.258571 | 1 | |
| 2959.78 | 1 | |
| 2959.891429 | 1 | |
| 2960.555714 | 1 | |
| 2960.565714 | 1 |
| Value | Count | Frequency (%) |
| 2981.56 | 1 | |
| 2981.39 | 1 | |
| 2981.305714 | 1 | |
| 2981.055714 | 1 | |
| 2980.491429 | 1 | |
| 2980.44 | 1 | |
| 2979.637143 | 1 | |
| 2978.438571 | 1 | |
| 2976.247143 | 1 | |
| 2974.345714 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2965.6657 |
|---|---|
| Minimum | 2958.8121 |
| Maximum | 2979.4393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2958.8121 |
|---|---|
| 5-th percentile | 2959.1493 |
| Q1 | 2959.7504 |
| median | 2961.8364 |
| Q3 | 2972.0927 |
| 95-th percentile | 2978.4058 |
| Maximum | 2979.4393 |
| Range | 20.627143 |
| Interquartile range (IQR) | 12.342321 |
Descriptive statistics
| Standard deviation | 7.2823561 |
|---|---|
| Coefficient of variation (CV) | 0.0024555553 |
| Kurtosis | -1.0443408 |
| Mean | 2965.6657 |
| Median Absolute Deviation (MAD) | 2.5889286 |
| Skewness | 0.77015748 |
| Sum | 88969.97 |
| Variance | 53.03271 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7289421565 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2958.812143 | 1 | 3.3% |
| 2959.085 | 1 | 3.3% |
| 2959.437857 | 1 | 3.3% |
| 2959.830714 | 1 | 3.3% |
| 2959.958571 | 1 | 3.3% |
| 2960.067143 | 1 | 3.3% |
| 2959.723571 | 1 | 3.3% |
| 2959.325 | 1 | 3.3% |
| 2959.227857 | 1 | 3.3% |
| 2959.267143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2958.812143 | 1 | |
| 2959.085 | 1 | |
| 2959.227857 | 1 | |
| 2959.267143 | 1 | |
| 2959.325 | 1 | |
| 2959.437857 | 1 | |
| 2959.443571 | 1 | |
| 2959.723571 | 1 | |
| 2959.830714 | 1 | |
| 2959.835714 | 1 |
| Value | Count | Frequency (%) |
| 2979.439286 | 1 | |
| 2978.776429 | 1 | |
| 2977.952857 | 1 | |
| 2976.959286 | 1 | |
| 2976.238571 | 1 | |
| 2975.132143 | 1 | |
| 2973.917857 | 1 | |
| 2972.578571 | 1 | |
| 2970.635 | 1 | |
| 2968.951429 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2963.5431 |
|---|---|
| Minimum | 2958.479 |
| Maximum | 2975.199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2958.479 |
|---|---|
| 5-th percentile | 2958.5612 |
| Q1 | 2958.6211 |
| median | 2961.4745 |
| Q3 | 2967.2821 |
| 95-th percentile | 2973.725 |
| Maximum | 2975.199 |
| Range | 16.72 |
| Interquartile range (IQR) | 8.6610714 |
Descriptive statistics
| Standard deviation | 5.4307946 |
|---|---|
| Coefficient of variation (CV) | 0.0018325344 |
| Kurtosis | -0.58403091 |
| Mean | 2963.5431 |
| Median Absolute Deviation (MAD) | 2.9066667 |
| Skewness | 0.85412888 |
| Sum | 88906.293 |
| Variance | 29.49353 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9894943664 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2958.594286 | 1 | 3.3% |
| 2958.615238 | 1 | 3.3% |
| 2958.612857 | 1 | 3.3% |
| 2958.638571 | 1 | 3.3% |
| 2958.559524 | 1 | 3.3% |
| 2958.479048 | 1 | 3.3% |
| 2958.56619 | 1 | 3.3% |
| 2958.569524 | 1 | 3.3% |
| 2958.563333 | 1 | 3.3% |
| 2958.860476 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2958.479048 | 1 | |
| 2958.559524 | 1 | |
| 2958.563333 | 1 | |
| 2958.56619 | 1 | |
| 2958.569524 | 1 | |
| 2958.594286 | 1 | |
| 2958.612857 | 1 | |
| 2958.615238 | 1 | |
| 2958.638571 | 1 | |
| 2958.860476 | 1 |
| Value | Count | Frequency (%) |
| 2975.199048 | 1 | |
| 2974.191905 | 1 | |
| 2973.154286 | 1 | |
| 2971.980476 | 1 | |
| 2970.752381 | 1 | |
| 2969.531905 | 1 | |
| 2968.51381 | 1 | |
| 2967.559048 | 1 | |
| 2966.451429 | 1 | |
| 2965.568571 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2964.7394 |
|---|---|
| Minimum | 2963.4637 |
| Maximum | 2966.9058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2963.4637 |
|---|---|
| 5-th percentile | 2963.5177 |
| Q1 | 2963.869 |
| median | 2964.6635 |
| Q3 | 2965.3812 |
| 95-th percentile | 2966.4958 |
| Maximum | 2966.9058 |
| Range | 3.4421667 |
| Interquartile range (IQR) | 1.51225 |
Descriptive statistics
| Standard deviation | 0.98022866 |
|---|---|
| Coefficient of variation (CV) | 0.00033062894 |
| Kurtosis | -0.60176586 |
| Mean | 2964.7394 |
| Median Absolute Deviation (MAD) | 0.77308333 |
| Skewness | 0.54796569 |
| Sum | 88942.182 |
| Variance | 0.96084823 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1363315276 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2966.905833 | 1 | 3.3% |
| 2966.6235 | 1 | 3.3% |
| 2966.339667 | 1 | 3.3% |
| 2966.0455 | 1 | 3.3% |
| 2965.708833 | 1 | 3.3% |
| 2965.3835 | 1 | 3.3% |
| 2965.036 | 1 | 3.3% |
| 2964.727667 | 1 | 3.3% |
| 2964.4195 | 1 | 3.3% |
| 2964.1765 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2963.463667 | 1 | |
| 2963.497 | 1 | |
| 2963.543 | 1 | |
| 2963.643167 | 1 | |
| 2963.644333 | 1 | |
| 2963.786667 | 1 | |
| 2963.836333 | 1 | |
| 2963.837333 | 1 | |
| 2963.964 | 1 | |
| 2963.979667 | 1 |
| Value | Count | Frequency (%) |
| 2966.905833 | 1 | |
| 2966.6235 | 1 | |
| 2966.339667 | 1 | |
| 2966.0455 | 1 | |
| 2965.708833 | 1 | |
| 2965.661833 | 1 | |
| 2965.504167 | 1 | |
| 2965.3835 | 1 | |
| 2965.3745 | 1 | |
| 2965.238333 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2968.2138 |
|---|---|
| Minimum | 2957.52 |
| Maximum | 2981.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2957.52 |
|---|---|
| 5-th percentile | 2957.8761 |
| Q1 | 2960.0575 |
| median | 2965.8707 |
| Q3 | 2977.8907 |
| 95-th percentile | 2981.3521 |
| Maximum | 2981.56 |
| Range | 24.04 |
| Interquartile range (IQR) | 17.833214 |
Descriptive statistics
| Standard deviation | 9.0745137 |
|---|---|
| Coefficient of variation (CV) | 0.0030572305 |
| Kurtosis | -1.5753363 |
| Mean | 2968.2138 |
| Median Absolute Deviation (MAD) | 6.8628571 |
| Skewness | 0.34391467 |
| Sum | 89046.414 |
| Variance | 82.346799 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1886574361 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2960.565714 | 1 | 3.3% |
| 2960.935714 | 1 | 3.3% |
| 2960.828571 | 1 | 3.3% |
| 2960.555714 | 1 | 3.3% |
| 2959.891429 | 1 | 3.3% |
| 2959.258571 | 1 | 3.3% |
| 2958.802857 | 1 | 3.3% |
| 2958.084286 | 1 | 3.3% |
| 2957.52 | 1 | 3.3% |
| 2957.705714 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2957.52 | 1 | |
| 2957.705714 | 1 | |
| 2958.084286 | 1 | |
| 2958.331429 | 1 | |
| 2958.802857 | 1 | |
| 2959.258571 | 1 | |
| 2959.78 | 1 | |
| 2959.891429 | 1 | |
| 2960.555714 | 1 | |
| 2960.565714 | 1 |
| Value | Count | Frequency (%) |
| 2981.56 | 1 | |
| 2981.39 | 1 | |
| 2981.305714 | 1 | |
| 2981.055714 | 1 | |
| 2980.491429 | 1 | |
| 2980.44 | 1 | |
| 2979.637143 | 1 | |
| 2978.438571 | 1 | |
| 2976.247143 | 1 | |
| 2974.345714 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2965.6657 |
|---|---|
| Minimum | 2958.8121 |
| Maximum | 2979.4393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2958.8121 |
|---|---|
| 5-th percentile | 2959.1493 |
| Q1 | 2959.7504 |
| median | 2961.8364 |
| Q3 | 2972.0927 |
| 95-th percentile | 2978.4058 |
| Maximum | 2979.4393 |
| Range | 20.627143 |
| Interquartile range (IQR) | 12.342321 |
Descriptive statistics
| Standard deviation | 7.2823561 |
|---|---|
| Coefficient of variation (CV) | 0.0024555553 |
| Kurtosis | -1.0443408 |
| Mean | 2965.6657 |
| Median Absolute Deviation (MAD) | 2.5889286 |
| Skewness | 0.77015748 |
| Sum | 88969.97 |
| Variance | 53.03271 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7289421565 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2958.812143 | 1 | 3.3% |
| 2959.085 | 1 | 3.3% |
| 2959.437857 | 1 | 3.3% |
| 2959.830714 | 1 | 3.3% |
| 2959.958571 | 1 | 3.3% |
| 2960.067143 | 1 | 3.3% |
| 2959.723571 | 1 | 3.3% |
| 2959.325 | 1 | 3.3% |
| 2959.227857 | 1 | 3.3% |
| 2959.267143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2958.812143 | 1 | |
| 2959.085 | 1 | |
| 2959.227857 | 1 | |
| 2959.267143 | 1 | |
| 2959.325 | 1 | |
| 2959.437857 | 1 | |
| 2959.443571 | 1 | |
| 2959.723571 | 1 | |
| 2959.830714 | 1 | |
| 2959.835714 | 1 |
| Value | Count | Frequency (%) |
| 2979.439286 | 1 | |
| 2978.776429 | 1 | |
| 2977.952857 | 1 | |
| 2976.959286 | 1 | |
| 2976.238571 | 1 | |
| 2975.132143 | 1 | |
| 2973.917857 | 1 | |
| 2972.578571 | 1 | |
| 2970.635 | 1 | |
| 2968.951429 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2963.5431 |
|---|---|
| Minimum | 2958.479 |
| Maximum | 2975.199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2958.479 |
|---|---|
| 5-th percentile | 2958.5612 |
| Q1 | 2958.6211 |
| median | 2961.4745 |
| Q3 | 2967.2821 |
| 95-th percentile | 2973.725 |
| Maximum | 2975.199 |
| Range | 16.72 |
| Interquartile range (IQR) | 8.6610714 |
Descriptive statistics
| Standard deviation | 5.4307946 |
|---|---|
| Coefficient of variation (CV) | 0.0018325344 |
| Kurtosis | -0.58403091 |
| Mean | 2963.5431 |
| Median Absolute Deviation (MAD) | 2.9066667 |
| Skewness | 0.85412888 |
| Sum | 88906.293 |
| Variance | 29.49353 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9894943664 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2958.594286 | 1 | 3.3% |
| 2958.615238 | 1 | 3.3% |
| 2958.612857 | 1 | 3.3% |
| 2958.638571 | 1 | 3.3% |
| 2958.559524 | 1 | 3.3% |
| 2958.479048 | 1 | 3.3% |
| 2958.56619 | 1 | 3.3% |
| 2958.569524 | 1 | 3.3% |
| 2958.563333 | 1 | 3.3% |
| 2958.860476 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2958.479048 | 1 | |
| 2958.559524 | 1 | |
| 2958.563333 | 1 | |
| 2958.56619 | 1 | |
| 2958.569524 | 1 | |
| 2958.594286 | 1 | |
| 2958.612857 | 1 | |
| 2958.615238 | 1 | |
| 2958.638571 | 1 | |
| 2958.860476 | 1 |
| Value | Count | Frequency (%) |
| 2975.199048 | 1 | |
| 2974.191905 | 1 | |
| 2973.154286 | 1 | |
| 2971.980476 | 1 | |
| 2970.752381 | 1 | |
| 2969.531905 | 1 | |
| 2968.51381 | 1 | |
| 2967.559048 | 1 | |
| 2966.451429 | 1 | |
| 2965.568571 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2964.7394 |
|---|---|
| Minimum | 2963.4637 |
| Maximum | 2966.9058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2963.4637 |
|---|---|
| 5-th percentile | 2963.5177 |
| Q1 | 2963.869 |
| median | 2964.6635 |
| Q3 | 2965.3812 |
| 95-th percentile | 2966.4958 |
| Maximum | 2966.9058 |
| Range | 3.4421667 |
| Interquartile range (IQR) | 1.51225 |
Descriptive statistics
| Standard deviation | 0.98022866 |
|---|---|
| Coefficient of variation (CV) | 0.00033062894 |
| Kurtosis | -0.60176586 |
| Mean | 2964.7394 |
| Median Absolute Deviation (MAD) | 0.77308333 |
| Skewness | 0.54796569 |
| Sum | 88942.182 |
| Variance | 0.96084823 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1363315276 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2966.905833 | 1 | 3.3% |
| 2966.6235 | 1 | 3.3% |
| 2966.339667 | 1 | 3.3% |
| 2966.0455 | 1 | 3.3% |
| 2965.708833 | 1 | 3.3% |
| 2965.3835 | 1 | 3.3% |
| 2965.036 | 1 | 3.3% |
| 2964.727667 | 1 | 3.3% |
| 2964.4195 | 1 | 3.3% |
| 2964.1765 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2963.463667 | 1 | |
| 2963.497 | 1 | |
| 2963.543 | 1 | |
| 2963.643167 | 1 | |
| 2963.644333 | 1 | |
| 2963.786667 | 1 | |
| 2963.836333 | 1 | |
| 2963.837333 | 1 | |
| 2963.964 | 1 | |
| 2963.979667 | 1 |
| Value | Count | Frequency (%) |
| 2966.905833 | 1 | |
| 2966.6235 | 1 | |
| 2966.339667 | 1 | |
| 2966.0455 | 1 | |
| 2965.708833 | 1 | |
| 2965.661833 | 1 | |
| 2965.504167 | 1 | |
| 2965.3835 | 1 | |
| 2965.3745 | 1 | |
| 2965.238333 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.79239 |
|---|---|
| Minimum | 10.88647 |
| Maximum | 96.504739 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 10.88647 |
|---|---|
| 5-th percentile | 24.341371 |
| Q1 | 44.658706 |
| median | 67.785058 |
| Q3 | 74.829166 |
| 95-th percentile | 96.262935 |
| Maximum | 96.504739 |
| Range | 85.61827 |
| Interquartile range (IQR) | 30.17046 |
Descriptive statistics
| Standard deviation | 24.464945 |
|---|---|
| Coefficient of variation (CV) | 0.40243434 |
| Kurtosis | -0.79974838 |
| Mean | 60.79239 |
| Median Absolute Deviation (MAD) | 17.144564 |
| Skewness | -0.31047515 |
| Sum | 1823.7717 |
| Variance | 598.53354 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5453165158 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 47.2306143 | 1 | 3.3% |
| 67.96116505 | 1 | 3.3% |
| 44.85596708 | 1 | 3.3% |
| 37.04206242 | 1 | 3.3% |
| 26.10483042 | 1 | 3.3% |
| 26.70872766 | 1 | 3.3% |
| 30.71342201 | 1 | 3.3% |
| 10.88646967 | 1 | 3.3% |
| 23.70173103 | 1 | 3.3% |
| 56.95931478 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 10.88646967 | 1 | |
| 23.70173103 | 1 | |
| 25.12315271 | 1 | |
| 26.10483042 | 1 | |
| 26.70872766 | 1 | |
| 30.71342201 | 1 | |
| 37.04206242 | 1 | |
| 44.59295261 | 1 | |
| 44.85596708 | 1 | |
| 47.2306143 | 1 |
| Value | Count | Frequency (%) |
| 96.50473934 | 1 | |
| 96.48484848 | 1 | |
| 95.99170698 | 1 | |
| 95.82132565 | 1 | |
| 92.82094595 | 1 | |
| 75.83804963 | 1 | |
| 75.48586572 | 1 | |
| 74.90958409 | 1 | |
| 74.58791209 | 1 | |
| 74.13793103 | 1 |
ACF and PACF
rsi_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.665403 |
|---|---|
| Minimum | 32.94621 |
| Maximum | 84.469217 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 32.94621 |
|---|---|
| 5-th percentile | 40.199363 |
| Q1 | 58.770476 |
| median | 64.449719 |
| Q3 | 72.647145 |
| 95-th percentile | 82.867723 |
| Maximum | 84.469217 |
| Range | 51.523007 |
| Interquartile range (IQR) | 13.876669 |
Descriptive statistics
| Standard deviation | 12.922407 |
|---|---|
| Coefficient of variation (CV) | 0.19983495 |
| Kurtosis | 0.43427826 |
| Mean | 64.665403 |
| Median Absolute Deviation (MAD) | 7.5407242 |
| Skewness | -0.59830086 |
| Sum | 1939.9621 |
| Variance | 166.98861 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5918312932 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 60.80508475 | 1 | 3.3% |
| 58.55734767 | 1 | 3.3% |
| 61.6509434 | 1 | 3.3% |
| 63.32364341 | 1 | 3.3% |
| 54.06264185 | 1 | 3.3% |
| 53.41113106 | 1 | 3.3% |
| 35.96030356 | 1 | 3.3% |
| 32.94621027 | 1 | 3.3% |
| 45.38043478 | 1 | 3.3% |
| 51.653638 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 32.94621027 | 1 | |
| 35.96030356 | 1 | |
| 45.38043478 | 1 | |
| 51.653638 | 1 | |
| 53.41113106 | 1 | |
| 54.06264185 | 1 | |
| 56.65768194 | 1 | |
| 58.55734767 | 1 | |
| 59.40985966 | 1 | |
| 60.80508475 | 1 |
| Value | Count | Frequency (%) |
| 84.46921713 | 1 | |
| 82.89143176 | 1 | |
| 82.8387458 | 1 | |
| 82.81556115 | 1 | |
| 81.43851508 | 1 | |
| 74.34371719 | 1 | |
| 73.12312312 | 1 | |
| 72.9498164 | 1 | |
| 71.73913043 | 1 | |
| 71.35278515 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.046413 |
|---|---|
| Minimum | 47.60691 |
| Maximum | 76.172113 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 47.60691 |
|---|---|
| 5-th percentile | 48.189585 |
| Q1 | 51.331718 |
| median | 66.054767 |
| Q3 | 71.201009 |
| 95-th percentile | 75.3989 |
| Maximum | 76.172113 |
| Range | 28.565203 |
| Interquartile range (IQR) | 19.869291 |
Descriptive statistics
| Standard deviation | 10.038768 |
|---|---|
| Coefficient of variation (CV) | 0.15922822 |
| Kurtosis | -1.5114203 |
| Mean | 63.046413 |
| Median Absolute Deviation (MAD) | 7.6896539 |
| Skewness | -0.35259967 |
| Sum | 1891.3924 |
| Variance | 100.77686 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5258692935 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 48.85226604 | 1 | 3.3% |
| 50.66305003 | 1 | 3.3% |
| 49.92574993 | 1 | 3.3% |
| 50.81620314 | 1 | 3.3% |
| 47.64739229 | 1 | 3.3% |
| 47.60691022 | 1 | 3.3% |
| 52.8782636 | 1 | 3.3% |
| 50.11655012 | 1 | 3.3% |
| 49.78209856 | 1 | 3.3% |
| 60.21611002 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 47.60691022 | 1 | |
| 47.64739229 | 1 | |
| 48.85226604 | 1 | |
| 49.78209856 | 1 | |
| 49.92574993 | 1 | |
| 50.11655012 | 1 | |
| 50.66305003 | 1 | |
| 50.81620314 | 1 | |
| 52.8782636 | 1 | |
| 56.20360551 | 1 |
| Value | Count | Frequency (%) |
| 76.17211285 | 1 | |
| 75.92555128 | 1 | |
| 74.75521499 | 1 | |
| 74.44951399 | 1 | |
| 73.03932712 | 1 | |
| 71.98672114 | 1 | |
| 71.93563654 | 1 | |
| 71.26093874 | 1 | |
| 71.02122016 | 1 | |
| 70.83572385 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.049166 |
|---|---|
| Minimum | 38.58285 |
| Maximum | 57.819499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 38.58285 |
|---|---|
| 5-th percentile | 39.169032 |
| Q1 | 40.439593 |
| median | 48.81549 |
| Q3 | 54.246138 |
| 95-th percentile | 55.397611 |
| Maximum | 57.819499 |
| Range | 19.236649 |
| Interquartile range (IQR) | 13.806545 |
Descriptive statistics
| Standard deviation | 6.6755716 |
|---|---|
| Coefficient of variation (CV) | 0.1389321 |
| Kurtosis | -1.7052938 |
| Mean | 48.049166 |
| Median Absolute Deviation (MAD) | 6.1452852 |
| Skewness | -0.16679783 |
| Sum | 1441.475 |
| Variance | 44.563256 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8131658071 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 40.3156708 | 1 | 3.3% |
| 40.47029703 | 1 | 3.3% |
| 40.42935821 | 1 | 3.3% |
| 40.14957026 | 1 | 3.3% |
| 39.0384198 | 1 | 3.3% |
| 39.32866827 | 1 | 3.3% |
| 38.58284963 | 1 | 3.3% |
| 39.7153658 | 1 | 3.3% |
| 39.72206782 | 1 | 3.3% |
| 42.17139175 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 38.58284963 | 1 | |
| 39.0384198 | 1 | |
| 39.32866827 | 1 | |
| 39.7153658 | 1 | |
| 39.72206782 | 1 | |
| 40.14957026 | 1 | |
| 40.3156708 | 1 | |
| 40.42935821 | 1 | |
| 40.47029703 | 1 | |
| 42.17139175 | 1 |
| Value | Count | Frequency (%) |
| 57.81949871 | 1 | |
| 55.40218471 | 1 | |
| 55.39202073 | 1 | |
| 55.38002981 | 1 | |
| 55.22578296 | 1 | |
| 54.6957672 | 1 | |
| 54.68026825 | 1 | |
| 54.39591078 | 1 | |
| 53.79682127 | 1 | |
| 53.65454895 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2273172 |
|---|---|
| Minimum | -0.39779299 |
| Maximum | 5.2080348 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -0.39779299 |
|---|---|
| 5-th percentile | -0.27810238 |
| Q1 | 0.58884405 |
| median | 2.1799384 |
| Q3 | 4.0739639 |
| 95-th percentile | 4.7824672 |
| Maximum | 5.2080348 |
| Range | 5.6058278 |
| Interquartile range (IQR) | 3.4851199 |
Descriptive statistics
| Standard deviation | 1.8291514 |
|---|---|
| Coefficient of variation (CV) | 0.82123527 |
| Kurtosis | -1.4085581 |
| Mean | 2.2273172 |
| Median Absolute Deviation (MAD) | 1.6309571 |
| Skewness | 0.12621056 |
| Sum | 66.819515 |
| Variance | 3.3457949 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5583807189 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.5323362914 | 1 | 3.3% |
| 0.7511613043 | 1 | 3.3% |
| 0.6584974109 | 1 | 3.3% |
| 0.5656262564 | 1 | 3.3% |
| 0.2310772848 | 1 | 3.3% |
| 0.0009873020772 | 1 | 3.3% |
| -0.185840309 | 1 | 3.3% |
| -0.3977929869 | 1 | 3.3% |
| -0.3535895311 | 1 | 3.3% |
| 0.1592942099 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -0.3977929869 | 1 | |
| -0.3535895311 | 1 | |
| -0.185840309 | 1 | |
| 0.0009873020772 | 1 | |
| 0.1592942099 | 1 | |
| 0.2310772848 | 1 | |
| 0.5323362914 | 1 | |
| 0.5656262564 | 1 | |
| 0.6584974109 | 1 | |
| 0.6788278855 | 1 |
| Value | Count | Frequency (%) |
| 5.208034834 | 1 | |
| 4.906738055 | 1 | |
| 4.63058067 | 1 | |
| 4.624891223 | 1 | |
| 4.524359215 | 1 | |
| 4.504140955 | 1 | |
| 4.228530478 | 1 | |
| 4.222817189 | 1 | |
| 3.627404139 | 1 | |
| 3.60444439 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0298663 |
|---|---|
| Minimum | 0.034295872 |
| Maximum | 5.5463097 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.034295872 |
|---|---|
| 5-th percentile | 0.058312003 |
| Q1 | 0.5136334 |
| median | 1.1239568 |
| Q3 | 4.148565 |
| 95-th percentile | 5.3837434 |
| Maximum | 5.5463097 |
| Range | 5.5120138 |
| Interquartile range (IQR) | 3.6349316 |
Descriptive statistics
| Standard deviation | 1.9655527 |
|---|---|
| Coefficient of variation (CV) | 0.96831635 |
| Kurtosis | -1.147903 |
| Mean | 2.0298663 |
| Median Absolute Deviation (MAD) | 0.9361035 |
| Skewness | 0.73383868 |
| Sum | 60.895988 |
| Variance | 3.8633974 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3202497676 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.03429587246 | 1 | 3.3% |
| 0.3591309322 | 1 | 3.3% |
| 0.5605083944 | 1 | 3.3% |
| 0.8438448875 | 1 | 3.3% |
| 1.096906678 | 1 | 3.3% |
| 1.236876877 | 1 | 3.3% |
| 1.347191594 | 1 | 3.3% |
| 0.950748527 | 1 | 3.3% |
| 0.5758786713 | 1 | 3.3% |
| 0.4980084076 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.03429587246 | 1 | |
| 0.05629514463 | 1 | |
| 0.06077705137 | 1 | |
| 0.08713675811 | 1 | |
| 0.2885699001 | 1 | |
| 0.3591309322 | 1 | |
| 0.3942281482 | 1 | |
| 0.4980084076 | 1 | |
| 0.5605083944 | 1 | |
| 0.5758786713 | 1 |
| Value | Count | Frequency (%) |
| 5.546309679 | 1 | |
| 5.384990419 | 1 | |
| 5.382219253 | 1 | |
| 5.03355925 | 1 | |
| 4.863426722 | 1 | |
| 4.604548152 | 1 | |
| 4.364708173 | 1 | |
| 4.340813328 | 1 | |
| 3.571819884 | 1 | |
| 2.911572157 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1974509 |
|---|---|
| Minimum | -2.0024964 |
| Maximum | 2.1538296 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -2.0024964 |
|---|---|
| 5-th percentile | -1.6461903 |
| Q1 | -1.0139936 |
| median | 0.2441235 |
| Q3 | 1.531337 |
| 95-th percentile | 1.9870869 |
| Maximum | 2.1538296 |
| Range | 4.156326 |
| Interquartile range (IQR) | 2.5453306 |
Descriptive statistics
| Standard deviation | 1.3235466 |
|---|---|
| Coefficient of variation (CV) | 6.7031684 |
| Kurtosis | -1.4580925 |
| Mean | 0.1974509 |
| Median Absolute Deviation (MAD) | 1.2947558 |
| Skewness | -0.013904378 |
| Sum | 5.923527 |
| Variance | 1.7517757 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3210845227 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.4980404189 | 1 | 3.3% |
| 0.3920303721 | 1 | 3.3% |
| 0.09798901645 | 1 | 3.3% |
| -0.278218631 | 1 | 3.3% |
| -0.8658293934 | 1 | 3.3% |
| -1.235889575 | 1 | 3.3% |
| -1.533031903 | 1 | 3.3% |
| -1.348541514 | 1 | 3.3% |
| -0.9294682024 | 1 | 3.3% |
| -0.3387141977 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -2.002496438 | 1 | |
| -1.738774484 | 1 | |
| -1.533031903 | 1 | |
| -1.348541514 | 1 | |
| -1.236022583 | 1 | |
| -1.235889575 | 1 | |
| -1.159402064 | 1 | |
| -1.042168724 | 1 | |
| -0.9294682024 | 1 | |
| -0.8658293934 | 1 |
| Value | Count | Frequency (%) |
| 2.153829599 | 1 | |
| 1.993249791 | 1 | |
| 1.979554404 | 1 | |
| 1.95978579 | 1 | |
| 1.732090363 | 1 | |
| 1.612787058 | 1 | |
| 1.570192617 | 1 | |
| 1.547342829 | 1 | |
| 1.483319699 | 1 | |
| 1.206447752 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.631661 |
| Minimum | 0.65941397 |
|---|---|
| Maximum | 295.59713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.65941397 |
|---|---|
| 5-th percentile | 0.92078614 |
| Q1 | 1.9798201 |
| median | 4.8442172 |
| Q3 | 9.7897948 |
| 95-th percentile | 89.513281 |
| Maximum | 295.59713 |
| Range | 294.93772 |
| Interquartile range (IQR) | 7.8099747 |
Descriptive statistics
| Standard deviation | 57.990699 |
|---|---|
| Coefficient of variation (CV) | 2.8107625 |
| Kurtosis | 18.979961 |
| Mean | 20.631661 |
| Median Absolute Deviation (MAD) | 3.4886644 |
| Skewness | 4.2720112 |
| Sum | 618.94984 |
| Variance | 3362.9212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 1.97027878 | 1 | 3.3% |
| 2.35006269 | 1 | 3.3% |
| 1.17650645 | 1 | 3.3% |
| 1.13505872 | 1 | 3.3% |
| 4.90675353 | 1 | 3.3% |
| 4.78168092 | 1 | 3.3% |
| 6.30778168 | 1 | 3.3% |
| 19.26864339 | 1 | 3.3% |
| 4.69607398 | 1 | 3.3% |
| 17.80024998 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.65941397 | 1 | |
| 0.76353793 | 1 | |
| 1.11297839 | 1 | |
| 1.13505872 | 1 | |
| 1.17301547 | 1 | |
| 1.17650645 | 1 | |
| 1.53459921 | 1 | |
| 1.97027878 | 1 | |
| 2.0084439 | 1 | |
| 2.35006269 | 1 |
| Value | Count | Frequency (%) |
| 295.5971334 | 1 | |
| 143.9915902 | 1 | |
| 22.92868 | 1 | |
| 19.26864339 | 1 | |
| 17.80024998 | 1 | |
| 16.62688803 | 1 | |
| 13.72114511 | 1 | |
| 10.1377537 | 1 | |
| 8.74591795 | 1 | |
| 6.94147321 | 1 |
target
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2973.2847 |
|---|---|
| Minimum | 2955.93 |
| Maximum | 2984.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2955.93 |
|---|---|
| 5-th percentile | 2956.465 |
| Q1 | 2966.74 |
| median | 2977.915 |
| Q3 | 2979.985 |
| 95-th percentile | 2982.365 |
| Maximum | 2984.92 |
| Range | 28.99 |
| Interquartile range (IQR) | 13.245 |
Descriptive statistics
| Standard deviation | 8.9167687 |
|---|---|
| Coefficient of variation (CV) | 0.0029989623 |
| Kurtosis | -0.66806502 |
| Mean | 2973.2847 |
| Median Absolute Deviation (MAD) | 3.79 |
| Skewness | -0.81732928 |
| Sum | 89198.54 |
| Variance | 79.508764 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3949039962 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2956.52 | 1 | 3.3% |
| 2955.93 | 1 | 3.3% |
| 2956.42 | 1 | 3.3% |
| 2957.71 | 1 | 3.3% |
| 2961.25 | 1 | 3.3% |
| 2963.71 | 1 | 3.3% |
| 2966.92 | 1 | 3.3% |
| 2972.22 | 1 | 3.3% |
| 2966.67 | 1 | 3.3% |
| 2966.68 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2955.93 | 1 | |
| 2956.42 | 1 | |
| 2956.52 | 1 | |
| 2957.71 | 1 | |
| 2961.25 | 1 | |
| 2963.71 | 1 | |
| 2966.67 | 1 | |
| 2966.68 | 1 | |
| 2966.92 | 1 | |
| 2969.58 | 1 |
| Value | Count | Frequency (%) |
| 2984.92 | 1 | |
| 2982.41 | 1 | |
| 2982.31 | 1 | |
| 2980.89 | 1 | |
| 2980.71 | 1 | |
| 2980.58 | 1 | |
| 2980 | 1 | |
| 2979.99 | 1 | |
| 2979.97 | 1 | |
| 2979.44 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.851 | 0.922 | -0.163 | 0.904 | 0.978 | 0.984 | 0.960 | 0.169 | 0.664 | 0.003 | 0.963 | 0.864 | 0.921 | 0.939 | 0.527 | 0.851 | 0.922 | -0.163 | 0.904 | 0.704 | 0.003 | 0.879 | 0.879 |
| ema_14 | 0.851 | 1.000 | 0.925 | -0.074 | 0.927 | 0.867 | 0.867 | 0.828 | -0.107 | 0.813 | 0.121 | 0.884 | 0.739 | 0.803 | 0.819 | 0.246 | 1.000 | 0.925 | -0.074 | 0.927 | 0.718 | 0.121 | 0.954 | 0.954 |
| ema_21 | 0.922 | 0.925 | 1.000 | -0.112 | 0.935 | 0.939 | 0.941 | 0.870 | -0.011 | 0.693 | 0.124 | 0.948 | 0.770 | 0.876 | 0.895 | 0.349 | 0.925 | 1.000 | -0.112 | 0.935 | 0.712 | 0.124 | 0.958 | 0.958 |
| ema_60 | -0.163 | -0.074 | -0.112 | 1.000 | 0.045 | -0.135 | -0.136 | -0.207 | -0.677 | 0.240 | 0.029 | -0.102 | -0.222 | -0.222 | -0.257 | -0.674 | -0.074 | -0.112 | 1.000 | 0.045 | -0.573 | 0.029 | -0.196 | -0.196 |
| ema_7 | 0.904 | 0.927 | 0.935 | 0.045 | 1.000 | 0.924 | 0.936 | 0.883 | -0.015 | 0.745 | -0.008 | 0.948 | 0.791 | 0.798 | 0.846 | 0.304 | 0.927 | 0.935 | 0.045 | 1.000 | 0.630 | -0.008 | 0.879 | 0.879 |
| high | 0.978 | 0.867 | 0.939 | -0.135 | 0.924 | 1.000 | 0.983 | 0.956 | 0.138 | 0.664 | 0.082 | 0.988 | 0.848 | 0.902 | 0.936 | 0.501 | 0.867 | 0.939 | -0.135 | 0.924 | 0.679 | 0.082 | 0.892 | 0.892 |
| low | 0.984 | 0.867 | 0.941 | -0.136 | 0.936 | 0.983 | 1.000 | 0.946 | 0.133 | 0.680 | 0.018 | 0.984 | 0.839 | 0.912 | 0.925 | 0.473 | 0.867 | 0.941 | -0.136 | 0.936 | 0.682 | 0.018 | 0.892 | 0.892 |
| macd_7 | 0.960 | 0.828 | 0.870 | -0.207 | 0.883 | 0.956 | 0.946 | 1.000 | 0.289 | 0.650 | -0.095 | 0.943 | 0.926 | 0.861 | 0.942 | 0.617 | 0.828 | 0.870 | -0.207 | 0.883 | 0.748 | -0.095 | 0.819 | 0.819 |
| macdhist_7 | 0.169 | -0.107 | -0.011 | -0.677 | -0.015 | 0.138 | 0.133 | 0.289 | 1.000 | -0.432 | -0.338 | 0.107 | 0.417 | 0.116 | 0.274 | 0.822 | -0.107 | -0.011 | -0.677 | -0.015 | 0.374 | -0.338 | -0.092 | -0.092 |
| macdsignal_7 | 0.664 | 0.813 | 0.693 | 0.240 | 0.745 | 0.664 | 0.680 | 0.650 | -0.432 | 1.000 | 0.103 | 0.679 | 0.539 | 0.622 | 0.612 | -0.092 | 0.813 | 0.693 | 0.240 | 0.745 | 0.472 | 0.103 | 0.758 | 0.758 |
| obv | 0.003 | 0.121 | 0.124 | 0.029 | -0.008 | 0.082 | 0.018 | -0.095 | -0.338 | 0.103 | 1.000 | 0.044 | -0.166 | 0.167 | 0.087 | -0.159 | 0.121 | 0.124 | 0.029 | -0.008 | -0.037 | 1.000 | 0.215 | 0.215 |
| open | 0.963 | 0.884 | 0.948 | -0.102 | 0.948 | 0.988 | 0.984 | 0.943 | 0.107 | 0.679 | 0.044 | 1.000 | 0.831 | 0.875 | 0.916 | 0.451 | 0.884 | 0.948 | -0.102 | 0.948 | 0.653 | 0.044 | 0.896 | 0.896 |
| rsi_14 | 0.864 | 0.739 | 0.770 | -0.222 | 0.791 | 0.848 | 0.839 | 0.926 | 0.417 | 0.539 | -0.166 | 0.831 | 1.000 | 0.793 | 0.891 | 0.643 | 0.739 | 0.770 | -0.222 | 0.791 | 0.737 | -0.166 | 0.705 | 0.705 |
| rsi_21 | 0.921 | 0.803 | 0.876 | -0.222 | 0.798 | 0.902 | 0.912 | 0.861 | 0.116 | 0.622 | 0.167 | 0.875 | 0.793 | 1.000 | 0.874 | 0.524 | 0.803 | 0.876 | -0.222 | 0.798 | 0.666 | 0.167 | 0.859 | 0.859 |
| rsi_60 | 0.939 | 0.819 | 0.895 | -0.257 | 0.846 | 0.936 | 0.925 | 0.942 | 0.274 | 0.612 | 0.087 | 0.916 | 0.891 | 0.874 | 1.000 | 0.597 | 0.819 | 0.895 | -0.257 | 0.846 | 0.798 | 0.087 | 0.857 | 0.857 |
| rsi_7 | 0.527 | 0.246 | 0.349 | -0.674 | 0.304 | 0.501 | 0.473 | 0.617 | 0.822 | -0.092 | -0.159 | 0.451 | 0.643 | 0.524 | 0.597 | 1.000 | 0.246 | 0.349 | -0.674 | 0.304 | 0.564 | -0.159 | 0.284 | 0.284 |
| sma_14 | 0.851 | 1.000 | 0.925 | -0.074 | 0.927 | 0.867 | 0.867 | 0.828 | -0.107 | 0.813 | 0.121 | 0.884 | 0.739 | 0.803 | 0.819 | 0.246 | 1.000 | 0.925 | -0.074 | 0.927 | 0.718 | 0.121 | 0.954 | 0.954 |
| sma_21 | 0.922 | 0.925 | 1.000 | -0.112 | 0.935 | 0.939 | 0.941 | 0.870 | -0.011 | 0.693 | 0.124 | 0.948 | 0.770 | 0.876 | 0.895 | 0.349 | 0.925 | 1.000 | -0.112 | 0.935 | 0.712 | 0.124 | 0.958 | 0.958 |
| sma_60 | -0.163 | -0.074 | -0.112 | 1.000 | 0.045 | -0.135 | -0.136 | -0.207 | -0.677 | 0.240 | 0.029 | -0.102 | -0.222 | -0.222 | -0.257 | -0.674 | -0.074 | -0.112 | 1.000 | 0.045 | -0.573 | 0.029 | -0.196 | -0.196 |
| sma_7 | 0.904 | 0.927 | 0.935 | 0.045 | 1.000 | 0.924 | 0.936 | 0.883 | -0.015 | 0.745 | -0.008 | 0.948 | 0.791 | 0.798 | 0.846 | 0.304 | 0.927 | 0.935 | 0.045 | 1.000 | 0.630 | -0.008 | 0.879 | 0.879 |
| target | 0.704 | 0.718 | 0.712 | -0.573 | 0.630 | 0.679 | 0.682 | 0.748 | 0.374 | 0.472 | -0.037 | 0.653 | 0.737 | 0.666 | 0.798 | 0.564 | 0.718 | 0.712 | -0.573 | 0.630 | 1.000 | -0.037 | 0.757 | 0.757 |
| volume | 0.003 | 0.121 | 0.124 | 0.029 | -0.008 | 0.082 | 0.018 | -0.095 | -0.338 | 0.103 | 1.000 | 0.044 | -0.166 | 0.167 | 0.087 | -0.159 | 0.121 | 0.124 | 0.029 | -0.008 | -0.037 | 1.000 | 0.215 | 0.215 |
| window_end_ms | 0.879 | 0.954 | 0.958 | -0.196 | 0.879 | 0.892 | 0.892 | 0.819 | -0.092 | 0.758 | 0.215 | 0.896 | 0.705 | 0.859 | 0.857 | 0.284 | 0.954 | 0.958 | -0.196 | 0.879 | 0.757 | 0.215 | 1.000 | 1.000 |
| window_start_ms | 0.879 | 0.954 | 0.958 | -0.196 | 0.879 | 0.892 | 0.892 | 0.819 | -0.092 | 0.758 | 0.215 | 0.896 | 0.705 | 0.859 | 0.857 | 0.284 | 0.954 | 0.958 | -0.196 | 0.879 | 0.757 | 0.215 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752742020000 | 2959.48 | 2961.45 | 2959.48 | 2961.45 | 1752742020000 | 1752742080000 | 1.97 | 2960.57 | 2958.81 | 2958.59 | 2966.91 | 2960.57 | 2958.81 | 2958.59 | 2966.91 | 47.23 | 60.81 | 48.85 | 40.32 | 0.53 | 0.03 | 0.50 | 1.97 | 2956.52 |
| 1752742080000 | 2962.08 | 2962.08 | 2961.66 | 2961.66 | 1752742080000 | 1752742140000 | 2.35 | 2960.94 | 2959.09 | 2958.62 | 2966.62 | 2960.94 | 2959.09 | 2958.62 | 2966.62 | 67.96 | 58.56 | 50.66 | 40.47 | 0.75 | 0.36 | 0.39 | 2.35 | 2955.93 |
| 1752742140000 | 2961.07 | 2961.25 | 2959.95 | 2959.95 | 1752742140000 | 1752742200000 | 1.18 | 2960.83 | 2959.44 | 2958.61 | 2966.34 | 2960.83 | 2959.44 | 2958.61 | 2966.34 | 44.86 | 61.65 | 49.93 | 40.43 | 0.66 | 0.56 | 0.10 | 1.18 | 2956.42 |
| 1752742200000 | 2958.83 | 2959.57 | 2957.63 | 2959.33 | 1752742200000 | 1752742260000 | 1.14 | 2960.56 | 2959.83 | 2958.64 | 2966.05 | 2960.56 | 2959.83 | 2958.64 | 2966.05 | 37.04 | 63.32 | 50.82 | 40.15 | 0.57 | 0.84 | -0.28 | 1.14 | 2957.71 |
| 1752742260000 | 2958.66 | 2959.38 | 2956.30 | 2956.78 | 1752742260000 | 1752742320000 | 4.91 | 2959.89 | 2959.96 | 2958.56 | 2965.71 | 2959.89 | 2959.96 | 2958.56 | 2965.71 | 26.10 | 54.06 | 47.65 | 39.04 | 0.23 | 1.10 | -0.87 | 4.91 | 2961.25 |
| 1752742320000 | 2955.92 | 2956.52 | 2954.29 | 2956.52 | 1752742320000 | 1752742380000 | 4.78 | 2959.26 | 2960.07 | 2958.48 | 2965.38 | 2959.26 | 2960.07 | 2958.48 | 2965.38 | 26.71 | 53.41 | 47.61 | 39.33 | 0.00 | 1.24 | -1.24 | 4.78 | 2963.71 |
| 1752742380000 | 2955.44 | 2956.88 | 2955.30 | 2955.93 | 1752742380000 | 1752742440000 | 6.31 | 2958.80 | 2959.72 | 2958.57 | 2965.04 | 2958.80 | 2959.72 | 2958.57 | 2965.04 | 30.71 | 35.96 | 52.88 | 38.58 | -0.19 | 1.35 | -1.53 | 6.31 | 2966.92 |
| 1752742440000 | 2956.15 | 2957.20 | 2955.54 | 2956.42 | 1752742440000 | 1752742500000 | 19.27 | 2958.08 | 2959.32 | 2958.57 | 2964.73 | 2958.08 | 2959.32 | 2958.57 | 2964.73 | 10.89 | 32.95 | 50.12 | 39.72 | -0.40 | 0.95 | -1.35 | 19.27 | 2972.22 |
| 1752742500000 | 2956.85 | 2957.89 | 2956.50 | 2957.71 | 1752742500000 | 1752742560000 | 4.70 | 2957.52 | 2959.23 | 2958.56 | 2964.42 | 2957.52 | 2959.23 | 2958.56 | 2964.42 | 23.70 | 45.38 | 49.78 | 39.72 | -0.35 | 0.58 | -0.93 | 4.70 | 2966.67 |
| 1752742560000 | 2958.73 | 2961.25 | 2958.72 | 2961.25 | 1752742560000 | 1752742620000 | 17.80 | 2957.71 | 2959.27 | 2958.86 | 2964.18 | 2957.71 | 2959.27 | 2958.86 | 2964.18 | 56.96 | 51.65 | 60.22 | 42.17 | 0.16 | 0.50 | -0.34 | 17.80 | 2966.68 |
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752743220000 | 2978.78 | 2979.98 | 2978.76 | 2979.39 | 1752743220000 | 1752743280000 | 2.45 | 2974.35 | 2968.95 | 2965.57 | 2964.15 | 2974.35 | 2968.95 | 2965.57 | 2964.15 | 95.82 | 82.84 | 73.04 | 55.40 | 4.52 | 2.91 | 1.61 | 2.45 | 2982.41 |
| 1752743280000 | 2979.27 | 2980.00 | 2977.47 | 2979.99 | 1752743280000 | 1752743340000 | 3.92 | 2976.25 | 2970.63 | 2966.45 | 2964.33 | 2976.25 | 2970.63 | 2966.45 | 2964.33 | 95.99 | 82.89 | 71.94 | 55.38 | 4.63 | 3.57 | 1.06 | 3.92 | 2982.31 |
| 1752743340000 | 2980.00 | 2985.00 | 2979.99 | 2984.92 | 1752743340000 | 1752743400000 | 6.25 | 2978.44 | 2972.58 | 2967.56 | 2964.60 | 2978.44 | 2972.58 | 2967.56 | 2964.60 | 96.48 | 84.47 | 74.76 | 57.82 | 5.21 | 4.36 | 0.84 | 6.25 | 2980.58 |
| 1752743400000 | 2984.99 | 2985.00 | 2979.99 | 2980.00 | 1752743400000 | 1752743460000 | 5.41 | 2979.64 | 2973.92 | 2968.51 | 2964.79 | 2979.64 | 2973.92 | 2968.51 | 2964.79 | 71.63 | 72.95 | 69.97 | 55.23 | 4.91 | 5.03 | -0.13 | 5.41 | 2978.21 |
| 1752743460000 | 2980.00 | 2981.20 | 2979.99 | 2980.71 | 1752743460000 | 1752743520000 | 0.66 | 2980.49 | 2975.13 | 2969.53 | 2964.91 | 2980.49 | 2975.13 | 2969.53 | 2964.91 | 67.61 | 71.74 | 71.26 | 53.33 | 4.62 | 5.38 | -0.76 | 0.66 | 2978.86 |
| 1752743520000 | 2981.69 | 2982.92 | 2981.52 | 2982.41 | 1752743520000 | 1752743580000 | 22.93 | 2981.06 | 2976.24 | 2970.75 | 2965.07 | 2981.06 | 2976.24 | 2970.75 | 2965.07 | 63.21 | 70.60 | 75.93 | 54.70 | 4.50 | 5.55 | -1.04 | 22.93 | 2979.44 |
| 1752743580000 | 2982.39 | 2982.79 | 2981.40 | 2982.31 | 1752743580000 | 1752743640000 | 4.65 | 2981.39 | 2976.96 | 2971.98 | 2965.24 | 2981.39 | 2976.96 | 2971.98 | 2965.24 | 58.64 | 65.58 | 76.17 | 54.68 | 4.22 | 5.38 | -1.16 | 4.65 | 2978.04 |
| 1752743640000 | 2982.18 | 2982.22 | 2980.57 | 2980.58 | 1752743640000 | 1752743700000 | 8.75 | 2981.56 | 2977.95 | 2973.15 | 2965.37 | 2981.56 | 2977.95 | 2973.15 | 2965.37 | 54.05 | 74.34 | 74.45 | 53.80 | 3.63 | 4.86 | -1.24 | 8.75 | 2976.62 |
| 1752743700000 | 2980.57 | 2982.10 | 2978.20 | 2978.21 | 1752743700000 | 1752743760000 | 295.60 | 2981.31 | 2978.78 | 2974.19 | 2965.50 | 2981.31 | 2978.78 | 2974.19 | 2965.50 | 44.59 | 68.64 | 70.84 | 53.60 | 2.87 | 4.60 | -1.74 | 295.60 | 2977.79 |
| 1752743760000 | 2978.20 | 2978.86 | 2974.94 | 2978.86 | 1752743760000 | 1752743820000 | 10.14 | 2980.44 | 2979.44 | 2975.20 | 2965.66 | 2980.44 | 2979.44 | 2975.20 | 2965.66 | 25.12 | 66.18 | 70.47 | 54.40 | 2.34 | 4.34 | -2.00 | 10.14 | 2980.89 |